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7-STEP PYTORCH LABNLP sentence sentiment classification

Rotten Tomatoes PyTorch pipeline — 7 Steps

Perform sentence-level film critic sentiment analysis with PyTorch: token sequence padding, Bidirectional GRU with attention pooling, BCEWithLogitsLoss, and validation checkpointing.

  1. 01 Data ingestion & EDA
  2. 02 Preprocessing without leakage
  3. 03 TensorDataset & DataLoader
  4. 04 nn.Module architecture
  5. 05 Loss function & optimizer
  6. 06 Training loop & backprop
  7. 07 Eval, metrics & checkpoint
Loading Rotten Tomatoes Critic Reviews 7-step PyTorch pipeline lab...